How to create a grouped boxplot in R?
You should use ggplot2
ggplot() +
geom_boxplot(data = df, mapping = aes(col_name, value, fill=index)) +
theme( axis.text.x = element_blank()) +
geom_segment(data=hline1, mapping=aes(x=1, y=-0.5, xend=3, yend=-0.5), size=2) +
annotate("text", x = 2, y = -1, label = "A") +
geom_segment(data=hline1, mapping=aes(x=4, y=-0.5, xend=6, yend=-0.5), size=2) +
annotate("text", x = 5, y = -1, label = "B")
Using base R, I think @r2evans solution is the best. However, an easier fix to the code in the question is by using the option xaxt="n"
:
boxplot(DF, col = rainbow(3, s = 0.5), at = c(1:3,5:7), xaxt = "n")
axis(side = 1, at = c(2,6), labels = c("A","B"))
legend("topleft", fill = rainbow(3, s = 0.5), legend = c(1,2,3), horiz = T)
This adds more flexibility in formatting the axis.
It's easier to group them like this when data is in a long format vice wide. Starting with your vectors:
DF2 <- data.frame(
x = c(c(A1, A2, A3), c(B1, B2, B3)),
y = rep(c("A", "B"), each = 15),
z = rep(rep(1:3, each=5), 2),
stringsAsFactors = FALSE
)
str(DF2)
# 'data.frame': 30 obs. of 3 variables:
# $ x: num 1 2 9 6 4 5 1 9 2 3 ...
# $ y: chr "A" "A" "A" "A" ...
# $ z: int 1 1 1 1 1 2 2 2 2 2 ...
cols <- rainbow(3, s = 0.5)
boxplot(x ~ z + y, data = DF2,
at = c(1:3, 5:7), col = cols,
names = c("", "A", "", "", "B", ""), xaxs = FALSE)
legend("topleft", fill = cols, legend = c(1,2,3), horiz = T)
The use of at
manually controls the placement, so the "visual grouping" is not very robust. (You can control the spacing between them with width
and/or boxwex
.)
You might also choose ggplot2
:
library(ggplot2)
ggplot(DF2, aes(y, x, fill=factor(z))) +
geom_boxplot()